边缘加强型的彩色空间最稳极值区域  

Edge-enhanced maximally stable color regions

作　　者：潘能杰[1] 于慧敏[1] 

机构地区：[1]浙江大学信息与电子工程学系,浙江杭州310027

出　　处：《浙江大学学报（工学版）》2014年第7期1241-1247,共7页Journal of Zhejiang University：Engineering Science

基　　金：国家"973"重点基础研究发展规划资助项目(2012CB316400)

摘　　要：缘加强型的彩色空间最稳极值区域(EMSCR)利用对模糊变化具有较好鲁棒性的边缘信息来约束稳定极值区域的检测,通过加强边缘处像素点之间的差异性,减小区域内部像素点之间的差异性,从而提高模糊不变性;EMSCR采用具有良好光照不变性的Opponent颜色空间,使区域特征具有更好的光照不变性.实验表明,与MSCR相比,EMSCR在保持其具有丰富相关区域特征这一优点的同时,全面提高了其不变性,与MSER相比,EMSCR提高了部分不变性,尤其是对于图像模糊,不变性有大幅度的提高,且EMSCR所获得的相关区域特征明显多于MSER.The proposed edge-enhanced MSCR（EMSCR）integrated image edge information which had strong image blur robustness to enhance the detection of stable extremal regions.The edge information was got by the idea of assigning aprobability of boundary for every pixel.Then the edge information was utilized by strengthening the differences between edge pixel and region interior pixel and weakening the differences between the region interior pixels.Stable color regions were detected at the Opponent color space which had better illumination invariance.Experimental results show that EMSCR improves the invariance of MSCR in almost all image transformations when holding the advantage of more corresponding region features.EMSCR improves the invariance of MSER in some image transformations,especially for image blur.The corresponding region features detected by EMSCR are also more than that detected by MSER.

关 键 词：最稳极值区域 最稳彩色区域 局部不变特征 边缘概率 

分 类 号：TN911[电子电信—通信与信息系统]